Closed Nickiris closed 1 year ago
I wonder how to fine-tune DPT-Hybrid on the Pascal Context dataset,I couldn't get the results 60.46% on it.
Yes, the output of the auxiliary layer is upsampled to the shape original size using bilinear upsampling. The auxlayer is specified in the inference code. It is applied to "path_2" in the DPT base model. For fine-tuning:
Thanks for your reply!
"We employ a cross-entropy loss and add an auxiliary output head together with an auxiliary loss to the output of the penultimate fusion layer." According to your paper,the resolution of the auxiliary output is one-fourth of the input image. Do you upsample the auxiliary output to input?How do you design the auxiliary loss?